information_matching_examples_dataset.tar.gz

This dataset supports various examples used to demonstrate the information-matching method, which aims to optimize the training dataset to achieve the target precision for quantities of interest (QoIs) in different scientific applications. It includes:<b>Underwater Acoustics</b>:Transmission loss data for various seafloor sediment types.Precomputed Fisher Information Matrices (FIM) with respect to ocean environment parameters.Precomputed FIM with respect to source location.<b>Materials Science</b>:Silicon training dataset for the Stillinger-Weber (SW) potential, used in the silicon example.Molybdenum disulfide (MoS₂) training dataset for the SW potential, used in the MoS₂ example.